Acting and Bayesian Reinforcement Structure Learning of Partially Observable Environment.
Robert BrunettoMarta VomlelováPublished in: ITAT (2014)
Keyphrases
- structure learning
- partially observable
- bayesian networks
- reinforcement learning
- graphical models
- decision problems
- markov decision processes
- conditional independence
- transfer learning
- state space
- parameter estimation
- markov logic networks
- dynamical systems
- maximum likelihood
- infinite horizon
- posterior probability
- maximum likelihood estimation
- dynamic bayesian networks
- reward function
- belief state
- random variables
- collaborative filtering
- probability distribution
- probabilistic model
- maximum entropy
- special case
- search algorithm
- social networks
- data mining